Enhancing Trajectory Tracking in Humanoid Robots Using Neural Network-Based Dynamic Gain Control

This paper presents the development and evaluation of a dynamic gain controller utilizing neural networks to enhance trajectory tracking performance in the NAO humanoid robot. The proposed controller employs a differential kinematic model and dynamically adjusts its gains using a backpropagation alg...

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Bibliographic Details
Main Authors: Darwin Trujillo, Luis A. Morales, Danilo Chávez, María Trujillo, David F. Pozo-Espín
Format: Article
Language:English
Published: Ital Publication 2025-04-01
Series:Emerging Science Journal
Subjects:
Online Access:https://ijournalse.org/index.php/ESJ/article/view/2939
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